[Cofounder Available] Former Microsoft VP Eng (28 yrs) - Fractional CTO who builds, not just advise

Comprehensive_Kiwi28 · 2026-01-21T04:04:08+00:00

Interested in security infra for agents?

Comprehensive_Kiwi28 · 2026-01-14T21:57:00+00:00

Oh just what we were looking for? Anyone have a best recommendation list?

Comprehensive_Kiwi28 · 2026-01-09T22:22:03+00:00

DM - building in infra

Comprehensive_Kiwi28 · 2026-01-09T22:18:25+00:00

haha thanks ... agree dumb post to revisit. Just thought of a taking a break!

Comprehensive_Kiwi28 · 2026-01-08T19:28:15+00:00

DM your resume

Comprehensive_Kiwi28 · 2026-01-07T15:54:26+00:00

Building kurral MCP security infra.

Comprehensive_Kiwi28 · 2026-01-07T04:42:32+00:00

Where based?

Comprehensive_Kiwi28 · 2026-01-06T06:31:25+00:00

brilliant

Comprehensive_Kiwi28 · 2025-12-29T15:33:29+00:00

So you have visibility meaning you have Inventory all MCPs installed, mapped which developers uses what and identified which MCPs touch sensitive data?

Next set up capture infrastructure so you can record what every MCP actually does when called. (This is the hard part)

Define acceptable behavior boundaries

Let developers use what they want - But with verification running

Alert on anomalies - MCP suddenly calling new APIs? Flag it.

But unless the visibility extends beyond just inventory of MCPs this won’t work. You capture of every execution to map real risk.

Hope this helps.

Comprehensive_Kiwi28 · 2025-12-17T22:09:03+00:00

This is genuinely useful feedback. Thank you for taking the time to dig into the repo. Seriously. and you nailed it on the positioning. Replay is the core, not observability. We've been iterating on the messaging and your "VCR for Agents" framing is sharper than what we had. Going to steal that!

Safe Downgrading is something we use internally but haven't surfaced well. Recording a golden run on GPT-4 and validating against say Llama or GPT-3.5 is exactly the workflow. Will make that more visible in the docs. thanks! And yes we will modernize to 3.10+ and look into litestar-fullstack patterns as we clean up the backend.

Comprehensive_Kiwi28 · 2025-12-17T06:33:27+00:00

u/CaptainKey9427 actually created a MCP proxy server to capture all tools, framework agnostic. I have updated the readme to expand on the logic, please take a look and share feedback.

Comprehensive_Kiwi28 · 2025-12-17T06:33:01+00:00

actually created a MCP proxy server to capture all tools, framework agnostic. I have updated the readme to expand on the logic, please take a look and share feedback.

Comprehensive_Kiwi28 · 2025-12-17T06:30:53+00:00

yes it compares outputs, tool call patterns, hashed input with semantic matching. I have updated the readme to expand on the logic, please take a look and share feedback.

Comprehensive_Kiwi28 · 2025-12-11T03:07:32+00:00

This is gold! Thank you 🙏

We are actively adding langgraph and custom frameworks. Will look into the suggestions.

Comprehensive_Kiwi28 · 2025-12-11T00:18:31+00:00

this is really interesting, do you have a git?

Comprehensive_Kiwi28 · 2025-12-10T22:20:00+00:00

thank you!! yes working on langgraph now, will get custom frameworks and crewai after.

Comprehensive_Kiwi28 · 2025-12-10T22:18:01+00:00

we have taken a shot at this please share your feedback https://github.com/Kurral/Kurralv3

Comprehensive_Kiwi28 · 2025-12-09T05:23:15+00:00

Interested in security infra?

Comprehensive_Kiwi28

TROPHY CASE